The invention relates to a process of producing fermented milk or milk powder/ including removing ions from milk, and reducing the dissolved oxygen concentration in the milk/ followed by subjecting the milk to a heat treatment/ as well as concentrated milk and milk powder with good flavor and an effect of improving physic-chemical properties as a raw food material which have never been found in conventional concentrated milk and milk powder,